Proposition  alone is useful to understand the nature of the principal components that are output by the sPCAN algorithm. Its result, however, also enables the large sample asymptotics of the principal components themselves. As long as \(p\)  is fixed we can show that the principal components also elicit a central limit theorem by utilizing the tools established in [1]}. This is described by Theorem .
